Machine Learning Tutorial Python - 8 Logistic Regression (Multiclass Classification)

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Machine Learning Tutorial Python - 8 Logistic Regression (Multiclass Classification)
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Theory (Binary classification vs multiclass classification)
How to identify hand written digits?
Coding (Solve a problem of hand written digit recognition)
Confusion Matrix (sklearn confusion_matrix)
Plot confusion matrix using seaborn library
Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression)
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Machine Learning Tutorial Python - 8 Logistic Regression (Multiclass Classification)

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233K views 5 years ago Data Science Full Course For Beginners | Python Data Science Tutorial | Data Science With Python
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Logistic regression is used for classification problems in machine learning. This tutorial will show you how to use sklearn logisticregression class to solve multiclass classification problem to predict hand written digit. We will use sklearn load_digits to load readily available dataset from sklearn library and train o …...more
...more

Chapters

Theory (Binary classification vs multiclass classification)

Theory (Binary classification vs multiclass classification)

0:00

Theory (Binary classification vs multiclass classification)
0:00

How to identify hand written digits?

How to identify hand written digits?

0:26

How to identify hand written digits?
0:26

Coding (Solve a problem of hand written digit recognition)

Coding (Solve a problem of hand written digit recognition)

1:02

Coding (Solve a problem of hand written digit recognition)
1:02

Confusion Matrix (sklearn confusion_matrix)

Confusion Matrix (sklearn confusion_matrix)

11:24

Confusion Matrix (sklearn confusion_matrix)
11:24

Plot confusion matrix using seaborn library

Plot confusion matrix using seaborn library

12:42

Plot confusion matrix using seaborn library
12:42

Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression)

Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression)

14:00

Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression)
14:00

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Machine Learning Tutorial Python - 9 Decision Tree
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Hindi Machine Learning Tutorial 9 - Logistic Regression (Multiclass Classification)
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233,679 views • Sep 22, 2018 • Data Science Full Course For Beginners | Python Data Science Tutorial | Data Science With Python
Data Science Full Course For Beginners | Python Data Science Tutorial | Data Science With Python

Machine Learning Tutorial Python - 8 Logistic Regression (Multiclass Classification)

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<__slot-el>
Logistic regression is used for classification problems in machine learning. This tutorial will show you how to use sklearn logisticregression class to solve multiclass classification problem to predict hand written digit. We will use sklearn load_digits to load readily available dataset from sklearn library and train our classifier using that information. #MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #MachineLearningCource #LogisticRegression #sklearntutorials #scikitlearntutorials Code: https://github.com/codebasics/py/blob... Exercise: Open above notebook from github and go to the end. Topics that are covered in this Video: 0:00 - Theory (Binary classification vs multiclass classification) 0:26 - How to identify hand written digits? 1:02 - Coding (Solve a problem of hand written digit recognition) 11:24 - Confusion Matrix (sklearn confusion_matrix) 12:42 - Plot confusion matrix using seaborn library 14:00 - Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression) Do you want to learn technology from me? Check https://codebasics.io/?utm_source=des... for my affordable video courses. Next Video: Machine Learning Tutorial Python - 9 Decision Tree:    • Machine Learning Tutorial Python - 9 ...   Populor Playlist: Data Science Full Course:    • Data Science Full Course For Beginner...   Data Science Project:    • Machine Learning & Data Science Proje...   Machine learning tutorials:    • Machine Learning Tutorial Python -1: ...   Pandas:    • Python Pandas Tutorial 1. What is Pan...   matplotlib:    • Matplotlib Tutorial 1 - Introduction ...   Python:    • Why Should You Learn Python? | Comple...   Jupyter Notebook:    • What is Jupyter Notebook? | Jupyter N...   Tools and Libraries: Scikit learn tutorials Sklearn tutorials Machine learning with scikit learn tutorials Machine learning with sklearn tutorials To download csv and code for all tutorials: go to https://github.com/codebasics/py, click on a green button to clone or download the entire repository and then go to relevant folder to get access to that specific file. 🌎 My Website For Video Courses: https://codebasics.io/?utm_source=des... Need help building software or data analytics and AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. #️⃣ Social Media #️⃣ 🔗 Discord: https://discord.gg/r42Kbuk 📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/ 📸 Instagram: https://www.instagram.com/codebasicshub/ 🔊 Facebook: https://www.facebook.com/codebasicshub 📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/ 📝 Linkedin (Codebasics): https://www.linkedin.com/company/code... 📱 Twitter: https://twitter.com/codebasicshub 🔗 Patreon: https://www.patreon.com/codebasics?fa...

Chapters

Theory (Binary classification vs multiclass classification)

Theory (Binary classification vs multiclass classification)

0:00

Theory (Binary classification vs multiclass classification)
0:00

How to identify hand written digits?

How to identify hand written digits?

0:26

How to identify hand written digits?
0:26

Coding (Solve a problem of hand written digit recognition)

Coding (Solve a problem of hand written digit recognition)

1:02

Coding (Solve a problem of hand written digit recognition)
1:02

Confusion Matrix (sklearn confusion_matrix)

Confusion Matrix (sklearn confusion_matrix)

11:24

Confusion Matrix (sklearn confusion_matrix)
11:24

Plot confusion matrix using seaborn library

Plot confusion matrix using seaborn library

12:42

Plot confusion matrix using seaborn library
12:42

Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression)

Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression)

14:00

Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression)
14:00

Featured playlist

122 videos
Data Science Full Course For Beginners | Python Data Science Tutorial | Data Science With Python
codebasics

Transcript

Follow along using the transcript.

codebasics

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Videos
About
codebasics Hindi
106K subscribers
14:46
Machine Learning Tutorial Python - 9 Decision Tree
by codebasics
10:47
Hindi Machine Learning Tutorial 9 - Logistic Regression (Multiclass Classification)
by codebasics Hindi
42
42
Machine Learning Tutorial Python | Machine Learning For Beginners
by codebasics
Show less ...more

Chapters

Theory (Binary classification vs multiclass classification)

Theory (Binary classification vs multiclass classification)

0:00

Theory (Binary classification vs multiclass classification)
0:00

How to identify hand written digits?

How to identify hand written digits?

0:26

How to identify hand written digits?
0:26

Coding (Solve a problem of hand written digit recognition)

Coding (Solve a problem of hand written digit recognition)

1:02

Coding (Solve a problem of hand written digit recognition)
1:02

Confusion Matrix (sklearn confusion_matrix)

Confusion Matrix (sklearn confusion_matrix)

11:24

Confusion Matrix (sklearn confusion_matrix)
11:24

Plot confusion matrix using seaborn library

Plot confusion matrix using seaborn library

12:42

Plot confusion matrix using seaborn library
12:42

Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression)

Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression)

14:00

Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression)
14:00
Sync to video time

Description

Machine Learning Tutorial Python - 8 Logistic Regression (Multiclass Classification)
codebasics
codebasics
3K Likes
233,679 Views
2018 Sep 22
Logistic regression is used for classification problems in machine learning. This tutorial will show you how to use sklearn logisticregression class to solve multiclass classification problem to predict hand written digit. We will use sklearn load_digits to load readily available dataset from sklearn library and train our classifier using that information. #MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #MachineLearningCource #LogisticRegression #sklearntutorials #scikitlearntutorials Code: https://github.com/codebasics/py/blob... Exercise: Open above notebook from github and go to the end. Topics that are covered in this Video: 0:00 - Theory (Binary classification vs multiclass classification) 0:26 - How to identify hand written digits? 1:02 - Coding (Solve a problem of hand written digit recognition) 11:24 - Confusion Matrix (sklearn confusion_matrix) 12:42 - Plot confusion matrix using seaborn library 14:00 - Exercise (Use sklearn iris dataset to predict flower type based on different features using logistic regression) Do you want to learn technology from me? Check https://codebasics.io/?utm_source=des... for my affordable video courses. Next Video: Machine Learning Tutorial Python - 9 Decision Tree:    • Machine Learning Tutorial Python - 9 ...   Populor Playlist: Data Science Full Course:    • Data Science Full Course For Beginner...   Data Science Project:    • Machine Learning & Data Science Proje...   Machine learning tutorials:    • Machine Learning Tutorial Python -1: ...   Pandas:    • Python Pandas Tutorial 1. What is Pan...   matplotlib:    • Matplotlib Tutorial 1 - Introduction ...   Python:    • Why Should You Learn Python? | Comple...   Jupyter Notebook:    • What is Jupyter Notebook? | Jupyter N...   Tools and Libraries: Scikit learn tutorials Sklearn tutorials Machine learning with scikit learn tutorials Machine learning with sklearn tutorials To download csv and code for all tutorials: go to https://github.com/codebasics/py, click on a green button to clone or download the entire repository and then go to relevant folder to get access to that specific file. 🌎 My Website For Video Courses: https://codebasics.io/?utm_source=des... Need help building software or data analytics and AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. #️⃣ Social Media #️⃣ 🔗 Discord: https://discord.gg/r42Kbuk 📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/ 📸 Instagram: https://www.instagram.com/codebasicshub/ 🔊 Facebook: https://www.facebook.com/codebasicshub 📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/ 📝 Linkedin (Codebasics): https://www.linkedin.com/company/code... 📱 Twitter: https://twitter.com/codebasicshub 🔗 Patreon: https://www.patreon.com/codebasics?fa...
Show less Show more

Chapters

Theory (Binary classification vs multiclass classification)

Theory (Binary classification vs multiclass classification)

0:00

Theory (Binary classification vs multiclass classification)
0:00

How to identify hand written digits?

How to identify hand written digits?

0:26

How to identify hand written digits?
0:26

Coding (Solve a problem of hand written digit recognition)

Coding (Solve a problem of hand written digit recognition)

1:02

Coding (Solve a problem of hand written digit recognition)
1:02

Confusion Matrix (sklearn confusion_matrix)

Confusion Matrix (sklearn confusion_matrix)

11:24

Confusion Matrix (sklearn confusion_matrix)
11:24

Featured playlist

122 videos
Data Science Full Course For Beginners | Python Data Science Tutorial | Data Science With Python
codebasics

Transcript

Follow along using the transcript.

codebasics

863K subscribers
Videos
About
codebasics Hindi
106K subscribers
14:46
Machine Learning Tutorial Python - 9 Decision Tree
by codebasics
10:47
Hindi Machine Learning Tutorial 9 - Logistic Regression (Multiclass Classification)
by codebasics Hindi
42
42
Machine Learning Tutorial Python | Machine Learning For Beginners
by codebasics

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Machine Learning Tutorial Python | Machine Learning For Beginners

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